No. They provide phase shift to give the single-phase induction motors a rotating rather than oscillating magnetic field. They charge and discharge 100/120 times per second depending on grid frequency.

They do not cover inrush current, and would need to be orders of magnitude bigger and a different topology to do so.

Still tens to maybe low hundreds of microfarads.